Alexander Shmakov
5 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keywords
proximal policy optimization
(2)
reinforcement learning
(2)
variational inference
(1)
function approximation
(1)
puzzle solving
(1)
energy efficiency
(1)
approximate policy iteration
(1)
generative model
(1)
inverse problem
(1)
tree search
(1)
reward shaping
(1)
latent diffusion model
(1)
controller design
(1)
neural network
(1)
multi-agent system
(1)
mechanistic pathway prediction
(1)
radical reaction prediction
(1)
chemical interpretation
(1)
high energy physics
(1)
wave energy converter
(1)
Papers
AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning
NeurIPS 2023
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
NeurIPS 2023
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves
IJCAI 2023
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter
AAAI 2022
Solving the Rubik's Cube with Approximate Policy Iteration
ICLR 2019